# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import unittest

import numpy as np
from dygraph_to_static_utils import (
    Dy2StTestBase,
    test_ast_only,
)

import paddle


# The input of concat_grad is no_need_buffer
def concat_net(x):
    y = x + 1
    z = paddle.concat([y, y], axis=0)
    return z


class TestNoNeedBuffer(Dy2StTestBase):
    @test_ast_only
    def test_no_need_buffer(self):
        input = paddle.to_tensor([1, 2])
        input.stop_gradient = False
        static_fn = paddle.jit.to_static(concat_net)
        static_res = static_fn(input)
        dygraph_res = concat_net(input)
        np.testing.assert_allclose(static_res.numpy(), dygraph_res.numpy())

        _, partial_program_layer = static_fn.get_concrete_program(input)
        named_values = (
            partial_program_layer.program.forward_program._list_named_vars()
        )
        no_need_buffers_names = partial_program_layer.program.program_attr[
            "no_need_buffers_names"
        ]
        no_need_buffers = [
            value := named_values.get(no_need_buffer_name, None)
            for no_need_buffer_name in no_need_buffers_names
        ]
        for no_need_buffer_value in no_need_buffers:
            if no_need_buffer_value is None:
                continue
            defining_op = no_need_buffer_value.get_defining_op()
            # y = x + 1, it's defining op is `pd_op.scale`
            if defining_op is not None and defining_op.name() == 'pd_op.scale':
                break
        else:
            raise AssertionError(
                "middle var `y` should be no_need_buffer value"
            )


if __name__ == '__main__':
    unittest.main()
